REPOGEO REPORT · LITE

bluesky-social/feed-generator

Default branch main · commit 9224e985 · scanned 6/25/2026, 10:17:58 AM

GitHub: 2,052 stars · 715 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

35 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface bluesky-social/feed-generator, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition README H1 and opening paragraph for category clarity

Why:

CURRENT

# ATProto Feed Generator
This is a starter kit for creating ATProto Feed Generators.

COPY-PASTE FIX

# ATProto Feed Generator: Build Custom Social Media Feeds for Bluesky
This starter kit helps developers create and deploy custom content algorithms and social media feeds specifically for the decentralized Bluesky network (AT Protocol).

hightopics#2

Add relevant GitHub topics

Why:

COPY-PASTE FIX

atproto, bluesky, feed-generator, social-media, custom-feeds, algorithm, decentralized-social, starter-kit

mediumhomepage#3
Add a homepage URL
Why:
COPY-PASTE FIX
```
https://atproto.com/docs/feed-generators
```

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface bluesky-social/feed-generator

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Apache Kafka

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Apache Kafka · recommended 1×
Confluent Platform · recommended 1×
Apache Flink · recommended 1×
Apache Spark Streaming · recommended 1×
Elasticsearch · recommended 1×

CATEGORY QUERY
How can I build a service to generate custom social media content feeds?
you: not recommended
AI recommended (in order):
1. Apache Kafka
2. Confluent Platform
3. Apache Flink
4. Apache Spark Streaming
5. Elasticsearch
6. Redis
7. PostgreSQL
8. MongoDB
9. Python
10. FastAPI
11. Flask
12. Node.js
13. Express.js
14. Pandas
15. Scikit-learn
AI recommended 15 alternatives but never named bluesky-social/feed-generator. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What's a good starter kit for building custom content algorithm services?
you: not recommended
AI recommended (in order):
1. Django (django/django)
2. Django REST Framework (encode/django-rest-framework)
3. scikit-learn (scikit-learn/scikit-learn)
4. TensorFlow (tensorflow/tensorflow)
5. FastAPI (tiangolo/fastapi)
6. Flask (pallets/flask)
7. Flask-RESTful (flask-restful/flask-restful)
8. SQLAlchemy (sqlalchemy/sqlalchemy)
9. Celery (celery/celery)
10. Node.js (nodejs/node)
11. Express.js (expressjs/express)
12. Go (golang/go)
13. Gin (gin-gonic/gin)
14. Echo (labstack/echo)
15. PyTorch (pytorch/pytorch)
AI recommended 15 alternatives but never named bluesky-social/feed-generator. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of bluesky-social/feed-generator?
pass
AI named bluesky-social/feed-generator explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts bluesky-social/feed-generator in production, what risks or prerequisites should they evaluate first?
pass
AI named bluesky-social/feed-generator explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo bluesky-social/feed-generator solve, and who is the primary audience?
pass
AI named bluesky-social/feed-generator explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of bluesky-social/feed-generator. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/bluesky-social/feed-generator.svg)](https://repogeo.com/en/r/bluesky-social/feed-generator)

HTML

<a href="https://repogeo.com/en/r/bluesky-social/feed-generator"><img src="https://repogeo.com/badge/bluesky-social/feed-generator.svg" alt="RepoGEO" /></a>

Pro

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bluesky-social/feed-generator — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite